Why Orem

Rigor is the differentiator

Monitoring AI visibility is becoming table stakes. Being able to trust the number is not.

Capability
Orem
Single-run tools
Multi-run sampling (N per prompt)
Typically single-run
95% confidence interval on every metric
Real-change-vs-noise verdict
Statistical tie detection on share of voice
Engine-specific off-page source gaps
Partial
On-page playbook from published GEO research
Partial
Per-account unit-economics guardrails

Comparison reflects the single-run point-estimate approach documented across the category. Feature sets change; verify against current vendor docs.

Who it’s for

Built for the teams feeling the shift

Agency

Marketing agencies

Manage every client brand in its own workspace, prove AI-search wins with statistics instead of vanity scores, and pull metrics into client reports via the API.

Client WorkspacesREST API
Growth

In-house SEO & growth

Get a defensible weekly read on whether your brand shows up in AI answers, and a prioritized playbook of what to ship next with no noise to chase.

95% ConfidenceNoise Verdict
Comms

PR & communications

Track how AI engines describe your brand, catch sentiment shifts that clear the noise floor, and target the community and publisher sources engines actually cite.

Citation BiasSentiment Sourcing
Use cases

How teams turn AI visibility into growth

Buyers are moving from search boxes to AI answers, and the next wave of demand is decided inside ChatGPT, Perplexity and Google AI Overviews. Here’s how different teams put that shift to work.

Marketing agencies

Turn AI-search visibility into a billable service.

Report share of voice with 95% confidence intervals clients can trust, prove real wins vs. noise, and deliver defensible KPIs across every client workspace.

Defensible client KPIs

CMOs & marketing leaders

See what your outsourced team actually delivered.

An honest, real-vs-noise scorecard of how your agency or in-house team moved the needle in AI answers, giving you accountability instead of vanity dashboards.

Vendor accountability

Solar & clean energy

Win homeowners who ask AI for an installer.

Get recommended when buyers ask ChatGPT “best solar installer near me,” find the source gaps keeping you out of the answer, and close them.

More quote requests

Home services

Be the name AI suggests for the job.

For HVAC, plumbing, and roofing, track your presence per engine when local buyers ask AI for help, and turn those recommendations into booked jobs.

More booked jobs

Software & SaaS

Land in the AI shortlist for “best tool.”

As buyers shift from Google to ChatGPT, track mention and citation rate per engine and scale AI-driven pipeline for your category’s highest-intent queries.

Scale AI-driven pipeline

Automotive & dealers

Own the answer when shoppers research.

Be the brand AI names for models, financing, and dealerships, and monitor how each engine describes you versus competitors so you can steer the narrative.

Share of AI recommendations

Illustrative use cases showing how each team applies Orem (not client testimonials).

See how Orem fits your team

Tell us about your brands and your clients, and we’ll walk you through a real-vs-noise read of your AI-search visibility.